Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 1.324033 1.635487 2.045183 2.644397 3.538378 4.899738 7.316697
2025-07-20 0.956473 1.302455 1.835934 2.796740 4.712281 9.146580 25.106780
2025-07-27 0.750267 1.079961 1.638891 2.793818 5.665560 15.593263 125.468531
2025-08-03 0.614118 0.914922 1.456719 2.686371 6.303541 24.568652 3836.617264
2025-08-10 0.538291 0.827584 1.379050 2.752124 7.601759 49.184238 NaN
2025-08-17 0.488193 0.772310 1.343182 2.899347 9.604608 141.936877 NaN
2025-08-24 0.439259 0.708391 1.269032 2.899817 11.123832 500.985609 NaN
2025-08-31 0.393385 0.642114 1.172270 2.781366 11.848884 2463.643334 NaN
2025-09-07 0.368971 0.613911 1.155590 2.919846 15.072891 NaN NaN
2025-09-14 0.342636 0.577575 1.110513 2.935941 17.668193 NaN NaN
2025-09-21 0.316109 0.537231 1.046952 2.850701 19.108069 NaN NaN
2025-09-28 0.294645 0.504948 0.997805 2.802461 21.204973 NaN NaN
2025-10-05 0.286490 0.500609 1.022336 3.098459 32.883435 NaN NaN
2025-10-12 0.274751 0.486928 1.018998 3.276214 47.611561 NaN NaN
2025-10-19 0.259438 0.463382 0.983043 3.269826 58.520022 NaN NaN
2025-10-26 0.242777 0.435072 0.928434 3.134506 61.938929 NaN NaN
2025-11-02 0.232741 0.420964 0.913246 3.216854 87.018007 NaN NaN
2025-11-09 0.225583 0.412732 0.914135 3.402178 151.932706 NaN NaN
2025-11-16 0.215553 0.396696 0.888050 3.402768 210.786737 NaN NaN
2025-11-23 0.203836 0.375658 0.843117 3.253563 220.155810 NaN NaN
2025-11-30 0.198450 0.369350 0.844153 3.428064 507.354592 NaN NaN
2025-12-07 0.191048 0.357476 0.825185 3.448404 946.431824 NaN NaN
2025-12-14 0.182399 0.341892 0.791813 3.340816 1183.554567 NaN NaN